A mixture of sparse coding models explaining properties of face neurons related to holistic and parts-based processing.

Experimental studies have revealed evidence of both parts-based and holistic representations of objects and faces in the primate visual system. However, it is still a mystery how such seemingly contradictory types of processing can coexist within a single system. Here, we propose a novel theory call...

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Bibliographic Details
Main Authors: Haruo Hosoya, Aapo Hyvärinen
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-07-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC5549761?pdf=render

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